Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

invoke-ai/InvokeAI ↗

invoke-ai/InvokeAI AI coding statistics: 29.9%

of 395 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
29.9% agent · top contributor 63.6%13 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

118
agent commits
277
other considered commits
13
agent contributors
63.6%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

118assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-010%1
2026-0225%36
2026-0326.9%26
2026-0414.1%71
2026-0516.2%68
2026-0636.8%38
2026-0735.9%64
2026-0845.5%77
2026-0964.3%14

Peak month: 64.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic10626.8%
GitHub CopilotGitHub164.1%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • 685cb033 on GitHubfix(qwen): make room in VRAM for the quantized Qwen2.5-VL encoder and releClaude Code
  • 25846c4c on GitHubperf(video): buffer upload metadata in a bounded bytearray, not a list[bytClaude Code
  • 6515d906 on GitHubfix(model loaders): ignore unexpected checkpoint keys, report them at debuClaude Code
  • 4ea04f69 on GitHubFeature: Add the ability to call a saved workflow from another (#9093)GitHub Copilot
  • 800d1458 on GitHub[feat] Round robin job scheduling in multiuser mode (#9086)GitHub Copilot
  • 33ec16de on GitHubFeature: Shared/private workflows and image boards in multiuser mode (#901GitHub Copilot

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window417
Merge commits removed−1
CI / dependency bots removed−21
Considered395

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
invoke-ai/InvokeAI
Default branch
main
Resolved HEAD
685cb033eb3a2ff2cfa5f8ff9150c98d475cdc16 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortPython · 247 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 145 of 392 ecosystem repositories excluded
Agent-commit share position85th percentile

Midrank percentile; equal shares split the tied positions.

Repository
29.9%
Cohort median
6.3%
Share rank
38 / 247
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 247.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli invoke-ai/InvokeAI

Scan another repository

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